You have probably done it. Exported a campaign report to CSV, dropped it into ChatGPT and asked what on earth is happening with your CPAs. The answer came back fast, confident and beautifully written. It was also frozen in time, blind to nine of your ten platforms, and built on whatever slice of data survived …
If you have used Adobe Analytics for years, Customer Journey Analytics looks superficially like the same product with a different logo on the login screen. Analysis Workspace is there, freeform tables work the way you expect, segments look familiar. That resemblance is misleading, and treating CJA as “Adobe Analytics, refreshed” is the single most common …
Tag management comparisons tend to be written by someone selling one of the three. This one is not. We implement and inherit all of them, and the honest position is that each wins clearly in a different situation, and each has a failure mode its own marketing will not mention. Here is the technical comparison, …
Every board in the country has approved an AI budget. Far fewer have approved a data budget, which is a problem, because the second one determines whether the first one produces anything. This is not a technical post. It is the strategic case for why data quality moved from a hygiene issue to a competitive …
Almost every company that runs A/B tests has the same trajectory. The first ten tests are exciting. Somewhere around test forty the wheels come off: results contradict each other, a “22% uplift” fails to show up in revenue, two teams ship conflicting changes in the same week, and someone senior starts asking whether any of …
The official MCP GA4 server documentation can be too technical for users with minimal coding experience. This guide provides a clear, step-by-step walkthrough to make the setup process simple and straightforward.
Large agency or small agency – which is best for your organization? Here’s what you need to know.
Each Google Analytics version is just an updated reflection of the digital marketing industry. GA4 seeks to solve cross-device user identification challenges in a privacy driven times.